2 search results - page 1 / 1 » Tracking a Small Set of Experts by Mixing Past Posteriors |
COLT
2001
Springer
13 years 10 months ago
2001
Springer
In this paper, we examine on-line learning problems in which the target concept is allowed to change over time. In each trial a master algorithm receives predictions from a large ...
CORR
2010
Springer
13 years 12 days ago
2010
Springer
A problem posed by Freund is how to efficiently track a small pool of experts out of a much larger set. This problem was solved when Bousquet and Warmuth introduced their mixing p...